Task 4514006
| Name | ParityModified-1613187415-25863-2_1 |
| Workunit | 2447210 |
| Created | 23 Mar 2021, 7:18:48 UTC |
| Sent | 23 Mar 2021, 7:54:57 UTC |
| Report deadline | 30 Mar 2021, 7:54:57 UTC |
| Received | 23 Mar 2021, 11:59:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 48 min 34 sec |
| CPU time | 48 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311446 | val_loss: 0.031159 | Time: 1399.35 ms [2021-03-23 12:47:13 main:574] : INFO : Epoch 1543 | loss: 0.0311482 | val_loss: 0.0311588 | Time: 1399.87 ms [2021-03-23 12:47:14 main:574] : INFO : Epoch 1544 | loss: 0.0311479 | val_loss: 0.031161 | Time: 1406.98 ms [2021-03-23 12:47:15 main:574] : INFO : Epoch 1545 | loss: 0.0311477 | val_loss: 0.0311605 | Time: 1402.44 ms [2021-03-23 12:47:17 main:574] : INFO : Epoch 1546 | loss: 0.0311486 | val_loss: 0.031157 | Time: 1404.84 ms [2021-03-23 12:47:18 main:574] : INFO : Epoch 1547 | loss: 0.0311452 | val_loss: 0.0311581 | Time: 1398.07 ms [2021-03-23 12:47:20 main:574] : INFO : Epoch 1548 | loss: 0.0311446 | val_loss: 0.0311591 | Time: 1396.47 ms [2021-03-23 12:47:21 main:574] : INFO : Epoch 1549 | loss: 0.0311445 | val_loss: 0.031158 | Time: 1406.09 ms [2021-03-23 12:47:23 main:574] : INFO : Epoch 1550 | loss: 0.0311443 | val_loss: 0.0311553 | Time: 1403.54 ms [2021-03-23 12:47:24 main:574] : INFO : Epoch 1551 | loss: 0.0311441 | val_loss: 0.0311566 | Time: 1404.6 ms [2021-03-23 12:47:25 main:574] : INFO : Epoch 1552 | loss: 0.031144 | val_loss: 0.031157 | Time: 1405.24 ms [2021-03-23 12:47:27 main:574] : INFO : Epoch 1553 | loss: 0.0311442 | val_loss: 0.031155 | Time: 1391.64 ms [2021-03-23 12:47:28 main:574] : INFO : Epoch 1554 | loss: 0.0311445 | val_loss: 0.0311576 | Time: 1407.41 ms [2021-03-23 12:47:30 main:574] : INFO : Epoch 1555 | loss: 0.0311431 | val_loss: 0.0311575 | Time: 1395.77 ms [2021-03-23 12:47:31 main:574] : INFO : Epoch 1556 | loss: 0.0311434 | val_loss: 0.0311541 | Time: 1395.45 ms [2021-03-23 12:47:32 main:574] : INFO : Epoch 1557 | loss: 0.0311463 | val_loss: 0.031155 | Time: 1394.51 ms [2021-03-23 12:47:34 main:574] : INFO : Epoch 1558 | loss: 0.0311476 | val_loss: 0.0311569 | Time: 1395.59 ms [2021-03-23 12:47:35 main:574] : INFO : Epoch 1559 | loss: 0.0311485 | val_loss: 0.0311565 | Time: 1396.78 ms [2021-03-23 12:47:37 main:574] : INFO : Epoch 1560 | loss: 0.0311462 | val_loss: 0.0311586 | Time: 1395.72 ms [2021-03-23 12:47:38 main:574] : INFO : Epoch 1561 | loss: 0.0311469 | val_loss: 0.0311562 | Time: 1412.61 ms [2021-03-23 12:47:39 main:574] : INFO : Epoch 1562 | loss: 0.0311466 | val_loss: 0.0311583 | Time: 1402.7 ms [2021-03-23 12:47:41 main:574] : INFO : Epoch 1563 | loss: 0.0311461 | val_loss: 0.0311556 | Time: 1410.5 ms [2021-03-23 12:47:42 main:574] : INFO : Epoch 1564 | loss: 0.0311447 | val_loss: 0.0311562 | Time: 1399.49 ms [2021-03-23 12:47:44 main:574] : INFO : Epoch 1565 | loss: 0.0311456 | val_loss: 0.0311537 | Time: 1408.48 ms [2021-03-23 12:47:45 main:574] : INFO : Epoch 1566 | loss: 0.0311462 | val_loss: 0.0311512 | Time: 1418.26 ms [2021-03-23 12:47:47 main:574] : INFO : Epoch 1567 | loss: 0.0311448 | val_loss: 0.0311576 | Time: 1407.66 ms [2021-03-23 12:47:48 main:574] : INFO : Epoch 1568 | loss: 0.0311491 | val_loss: 0.0311577 | Time: 1402.51 ms [2021-03-23 12:47:49 main:574] : INFO : Epoch 1569 | loss: 0.0311493 | val_loss: 0.0311597 | Time: 1395.73 ms [2021-03-23 12:47:51 main:574] : INFO : Epoch 1570 | loss: 0.0311487 | val_loss: 0.0311551 | Time: 1453.9 ms [2021-03-23 12:47:52 main:574] : INFO : Epoch 1571 | loss: 0.0311468 | val_loss: 0.0311566 | Time: 1439.1 ms [2021-03-23 12:47:54 main:574] : INFO : Epoch 1572 | loss: 0.0311464 | val_loss: 0.0311564 | Time: 1450.12 ms [2021-03-23 12:47:55 main:574] : INFO : Epoch 1573 | loss: 0.0311516 | val_loss: 0.0311583 | Time: 1404.65 ms [2021-03-23 12:47:57 main:574] : INFO : Epoch 1574 | loss: 0.0311534 | val_loss: 0.0311641 | Time: 1468.82 ms [2021-03-23 12:47:58 main:574] : INFO : Epoch 1575 | loss: 0.0311621 | val_loss: 0.0311586 | Time: 1434.96 ms [2021-03-23 12:48:00 main:574] : INFO : Epoch 1576 | loss: 0.0311577 | val_loss: 0.031168 | Time: 1426.42 ms [2021-03-23 12:48:01 main:574] : INFO : Epoch 1577 | loss: 0.0311566 | val_loss: 0.0311662 | Time: 1408.7 ms [2021-03-23 12:48:02 main:574] : INFO : Epoch 1578 | loss: 0.0311559 | val_loss: 0.0311609 | Time: 1417.35 ms [2021-03-23 12:48:04 main:574] : INFO : Epoch 1579 | loss: 0.0311531 | val_loss: 0.0311548 | Time: 1484.24 ms [2021-03-23 12:48:05 main:574] : INFO : Epoch 1580 | loss: 0.0311524 | val_loss: 0.0311638 | Time: 1442.31 ms [2021-03-23 12:48:07 main:574] : INFO : Epoch 1581 | loss: 0.0311555 | val_loss: 0.0311609 | Time: 1451.79 ms [2021-03-23 12:48:08 main:574] : INFO : Epoch 1582 | loss: 0.0311584 | val_loss: 0.0311723 | Time: 1462.63 ms [2021-03-23 12:48:10 main:574] : INFO : Epoch 1583 | loss: 0.0311573 | val_loss: 0.0311661 | Time: 1415.07 ms [2021-03-23 12:48:11 main:574] : INFO : Epoch 1584 | loss: 0.0311553 | val_loss: 0.0311631 | Time: 1406.5 ms [2021-03-23 12:48:13 main:574] : INFO : Epoch 1585 | loss: 0.0311544 | val_loss: 0.0311665 | Time: 1456.24 ms [2021-03-23 12:48:14 main:574] : INFO : Epoch 1586 | loss: 0.0311581 | val_loss: 0.0311681 | Time: 1551.93 ms [2021-03-23 12:48:16 main:574] : INFO : Epoch 1587 | loss: 0.0311618 | val_loss: 0.0311689 | Time: 1446.99 ms [2021-03-23 12:48:17 main:574] : INFO : Epoch 1588 | loss: 0.0311664 | val_loss: 0.0311715 | Time: 1472.86 ms [2021-03-23 12:48:19 main:574] : INFO : Epoch 1589 | loss: 0.0311674 | val_loss: 0.0311885 | Time: 1437.39 ms [2021-03-23 12:48:20 main:574] : INFO : Epoch 1590 | loss: 0.031188 | val_loss: 0.0311877 | Time: 1422.2 ms [2021-03-23 12:48:21 main:574] : INFO : Epoch 1591 | loss: 0.0311886 | val_loss: 0.0311844 | Time: 1444.86 ms [2021-03-23 12:48:23 main:574] : INFO : Epoch 1592 | loss: 0.0311835 | val_loss: 0.0311799 | Time: 1451.83 ms [2021-03-23 12:48:24 main:574] : INFO : Epoch 1593 | loss: 0.0311808 | val_loss: 0.0311813 | Time: 1458.67 ms [2021-03-23 12:48:26 main:574] : INFO : Epoch 1594 | loss: 0.0311791 | val_loss: 0.031181 | Time: 1547.43 ms [2021-03-23 12:48:27 main:574] : INFO : Epoch 1595 | loss: 0.031179 | val_loss: 0.031181 | Time: 1461.01 ms [2021-03-23 12:48:29 main:574] : INFO : Epoch 1596 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 1446.18 ms [2021-03-23 12:48:30 main:574] : INFO : Epoch 1597 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 1442.85 ms [2021-03-23 12:48:32 main:574] : INFO : Epoch 1598 | loss: 0.031177 | val_loss: 0.0311819 | Time: 1439.87 ms [2021-03-23 12:48:33 main:574] : INFO : Epoch 1599 | loss: 0.0311771 | val_loss: 0.0311808 | Time: 1438.62 ms [2021-03-23 12:48:35 main:574] : INFO : Epoch 1600 | loss: 0.0311791 | val_loss: 0.0311844 | Time: 1438.07 ms [2021-03-23 12:48:36 main:574] : INFO : Epoch 1601 | loss: 0.031178 | val_loss: 0.0311796 | Time: 1444.5 ms [2021-03-23 12:48:38 main:574] : INFO : Epoch 1602 | loss: 0.0311766 | val_loss: 0.0311787 | Time: 1454.67 ms [2021-03-23 12:48:39 main:574] : INFO : Epoch 1603 | loss: 0.031175 | val_loss: 0.0311792 | Time: 1474.18 ms [2021-03-23 12:48:40 main:574] : INFO : Epoch 1604 | loss: 0.0311765 | val_loss: 0.0311807 | Time: 1426.3 ms [2021-03-23 12:48:42 main:574] : INFO : Epoch 1605 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 1399.37 ms [2021-03-23 12:48:43 main:574] : INFO : Epoch 1606 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 1413.69 ms [2021-03-23 12:48:45 main:574] : INFO : Epoch 1607 | loss: 0.031178 | val_loss: 0.0311788 | Time: 1493.9 ms [2021-03-23 12:48:46 main:574] : INFO : Epoch 1608 | loss: 0.0311758 | val_loss: 0.0311783 | Time: 1500.45 ms [2021-03-23 12:48:48 main:574] : INFO : Epoch 1609 | loss: 0.0311762 | val_loss: 0.0311755 | Time: 1496.05 ms [2021-03-23 12:48:49 main:574] : INFO : Epoch 1610 | loss: 0.0311752 | val_loss: 0.0311779 | Time: 1456.72 ms [2021-03-23 12:48:51 main:574] : INFO : Epoch 1611 | loss: 0.0311747 | val_loss: 0.0311818 | Time: 1421.35 ms [2021-03-23 12:48:52 main:574] : INFO : Epoch 1612 | loss: 0.0311746 | val_loss: 0.0311759 | Time: 1412.42 ms [2021-03-23 12:48:54 main:574] : INFO : Epoch 1613 | loss: 0.0311758 | val_loss: 0.0311817 | Time: 1407.16 ms [2021-03-23 12:48:55 main:574] : INFO : Epoch 1614 | loss: 0.0311752 | val_loss: 0.0311771 | Time: 1402.01 ms [2021-03-23 12:48:56 main:574] : INFO : Epoch 1615 | loss: 0.0311744 | val_loss: 0.0311765 | Time: 1397.03 ms [2021-03-23 12:48:58 main:574] : INFO : Epoch 1616 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 1409.12 ms [2021-03-23 12:48:59 main:574] : INFO : Epoch 1617 | loss: 0.0311716 | val_loss: 0.0311742 | Time: 1406 ms [2021-03-23 12:49:01 main:574] : INFO : Epoch 1618 | loss: 0.0311727 | val_loss: 0.0311748 | Time: 1400.12 ms [2021-03-23 12:49:02 main:574] : INFO : Epoch 1619 | loss: 0.0311711 | val_loss: 0.0311757 | Time: 1405.58 ms [2021-03-23 12:49:03 main:574] : INFO : Epoch 1620 | loss: 0.0311701 | val_loss: 0.0311732 | Time: 1405.08 ms [2021-03-23 12:49:05 main:574] : INFO : Epoch 1621 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 1415.99 ms [2021-03-23 12:49:06 main:574] : INFO : Epoch 1622 | loss: 0.0311694 | val_loss: 0.0311737 | Time: 1405.79 ms [2021-03-23 12:49:08 main:574] : INFO : Epoch 1623 | loss: 0.0311687 | val_loss: 0.0311726 | Time: 1401.23 ms [2021-03-23 12:49:09 main:574] : INFO : Epoch 1624 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 1404.04 ms [2021-03-23 12:49:11 main:574] : INFO : Epoch 1625 | loss: 0.0311688 | val_loss: 0.0311732 | Time: 1417.3 ms [2021-03-23 12:49:12 main:574] : INFO : Epoch 1626 | loss: 0.0311697 | val_loss: 0.0311756 | Time: 1426.62 ms [2021-03-23 12:49:13 main:574] : INFO : Epoch 1627 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 1416.84 ms [2021-03-23 12:49:15 main:574] : INFO : Epoch 1628 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 1418.57 ms [2021-03-23 12:49:16 main:574] : INFO : Epoch 1629 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 1420.9 ms [2021-03-23 12:49:18 main:574] : INFO : Epoch 1630 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 1403.32 ms [2021-03-23 12:49:19 main:574] : INFO : Epoch 1631 | loss: 0.0311713 | val_loss: 0.0311763 | Time: 1409.77 ms [2021-03-23 12:49:21 main:574] : INFO : Epoch 1632 | loss: 0.0311703 | val_loss: 0.0311764 | Time: 1407.71 ms [2021-03-23 12:49:22 main:574] : INFO : Epoch 1633 | loss: 0.031173 | val_loss: 0.0311745 | Time: 1406.02 ms [2021-03-23 12:49:23 main:574] : INFO : Epoch 1634 | loss: 0.0311715 | val_loss: 0.0311798 | Time: 1407.84 ms [2021-03-23 12:49:25 main:574] : INFO : Epoch 1635 | loss: 0.0311718 | val_loss: 0.0311746 | Time: 1412.92 ms [2021-03-23 12:49:26 main:574] : INFO : Epoch 1636 | loss: 0.0311725 | val_loss: 0.0311777 | Time: 1405.32 ms [2021-03-23 12:49:28 main:574] : INFO : Epoch 1637 | loss: 0.0311747 | val_loss: 0.0311784 | Time: 1417.62 ms [2021-03-23 12:49:29 main:574] : INFO : Epoch 1638 | loss: 0.0311762 | val_loss: 0.0311754 | Time: 1414.3 ms [2021-03-23 12:49:30 main:574] : INFO : Epoch 1639 | loss: 0.0311735 | val_loss: 0.0311738 | Time: 1429.48 ms [2021-03-23 12:49:32 main:574] : INFO : Epoch 1640 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 1406.49 ms [2021-03-23 12:49:33 main:574] : INFO : Epoch 1641 | loss: 0.0311703 | val_loss: 0.0311732 | Time: 1403.23 ms [2021-03-23 12:49:35 main:574] : INFO : Epoch 1642 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 1404.17 ms [2021-03-23 12:49:36 main:574] : INFO : Epoch 1643 | loss: 0.0311698 | val_loss: 0.0311758 | Time: 1405.27 ms [2021-03-23 12:49:38 main:574] : INFO : Epoch 1644 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 1410.67 ms [2021-03-23 12:49:39 main:574] : INFO : Epoch 1645 | loss: 0.0311726 | val_loss: 0.0311727 | Time: 1402.09 ms [2021-03-23 12:49:40 main:574] : INFO : Epoch 1646 | loss: 0.0311699 | val_loss: 0.0311759 | Time: 1426.33 ms [2021-03-23 12:49:42 main:574] : INFO : Epoch 1647 | loss: 0.0311699 | val_loss: 0.0311716 | Time: 1468.06 ms [2021-03-23 12:49:43 main:574] : INFO : Epoch 1648 | loss: 0.0311684 | val_loss: 0.0311726 | Time: 1412.45 ms [2021-03-23 12:49:45 main:574] : INFO : Epoch 1649 | loss: 0.0311687 | val_loss: 0.031178 | Time: 1416.13 ms [2021-03-23 12:49:46 main:574] : INFO : Epoch 1650 | loss: 0.0311691 | val_loss: 0.0311733 | Time: 1406.09 ms [2021-03-23 12:49:48 main:574] : INFO : Epoch 1651 | loss: 0.0311708 | val_loss: 0.0311725 | Time: 1415.74 ms [2021-03-23 12:49:49 main:574] : INFO : Epoch 1652 | loss: 0.0311745 | val_loss: 0.0311803 | Time: 1434.46 ms [2021-03-23 12:49:50 main:574] : INFO : Epoch 1653 | loss: 0.0311717 | val_loss: 0.0311725 | Time: 1435.09 ms [2021-03-23 12:49:52 main:574] : INFO : Epoch 1654 | loss: 0.0311693 | val_loss: 0.0311706 | Time: 1425.38 ms [2021-03-23 12:49:53 main:574] : INFO : Epoch 1655 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 1415.76 ms [2021-03-23 12:49:55 main:574] : INFO : Epoch 1656 | loss: 0.0311685 | val_loss: 0.0311704 | Time: 1436.73 ms [2021-03-23 12:49:56 main:574] : INFO : Epoch 1657 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 1413.57 ms [2021-03-23 12:49:58 main:574] : INFO : Epoch 1658 | loss: 0.0311671 | val_loss: 0.0311702 | Time: 1441.05 ms [2021-03-23 12:49:59 main:574] : INFO : Epoch 1659 | loss: 0.0311699 | val_loss: 0.0311739 | Time: 1411.36 ms [2021-03-23 12:50:01 main:574] : INFO : Epoch 1660 | loss: 0.031167 | val_loss: 0.0311694 | Time: 1416.05 ms [2021-03-23 12:50:02 main:574] : INFO : Epoch 1661 | loss: 0.0311661 | val_loss: 0.0311717 | Time: 1414.03 ms [2021-03-23 12:50:03 main:574] : INFO : Epoch 1662 | loss: 0.0311677 | val_loss: 0.031171 | Time: 1415.27 ms [2021-03-23 12:50:05 main:574] : INFO : Epoch 1663 | loss: 0.0311681 | val_loss: 0.0311711 | Time: 1406.47 ms [2021-03-23 12:50:06 main:574] : INFO : Epoch 1664 | loss: 0.0311657 | val_loss: 0.0311689 | Time: 1416.93 ms [2021-03-23 12:50:08 main:574] : INFO : Epoch 1665 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 1410.63 ms [2021-03-23 12:50:09 main:574] : INFO : Epoch 1666 | loss: 0.0311651 | val_loss: 0.0311704 | Time: 1413.54 ms [2021-03-23 12:50:10 main:574] : INFO : Epoch 1667 | loss: 0.0311647 | val_loss: 0.0311713 | Time: 1410.22 ms [2021-03-23 12:50:12 main:574] : INFO : Epoch 1668 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 1426.03 ms [2021-03-23 12:50:13 main:574] : INFO : Epoch 1669 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 1414.15 ms [2021-03-23 12:50:15 main:574] : INFO : Epoch 1670 | loss: 0.0311643 | val_loss: 0.031171 | Time: 1417.25 ms [2021-03-23 12:50:16 main:574] : INFO : Epoch 1671 | loss: 0.0311646 | val_loss: 0.03117 | Time: 1441.41 ms [2021-03-23 12:50:18 main:574] : INFO : Epoch 1672 | loss: 0.0311658 | val_loss: 0.0311702 | Time: 1409.28 ms [2021-03-23 12:50:19 main:574] : INFO : Epoch 1673 | loss: 0.0311651 | val_loss: 0.0311707 | Time: 1412.8 ms [2021-03-23 12:50:20 main:574] : INFO : Epoch 1674 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 1448.34 ms [2021-03-23 12:50:22 main:574] : INFO : Epoch 1675 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 1491.32 ms [2021-03-23 12:50:23 main:574] : INFO : Epoch 1676 | loss: 0.0311631 | val_loss: 0.0311704 | Time: 1467.22 ms [2021-03-23 12:50:25 main:574] : INFO : Epoch 1677 | loss: 0.0311634 | val_loss: 0.0311712 | Time: 1474.37 ms [2021-03-23 12:50:26 main:574] : INFO : Epoch 1678 | loss: 0.0311633 | val_loss: 0.0311783 | Time: 1478.1 ms [2021-03-23 12:50:28 main:574] : INFO : Epoch 1679 | loss: 0.031167 | val_loss: 0.0311777 | Time: 1453.93 ms [2021-03-23 12:50:29 main:574] : INFO : Epoch 1680 | loss: 0.0311662 | val_loss: 0.0311685 | Time: 1450.05 ms [2021-03-23 12:50:31 main:574] : INFO : Epoch 1681 | loss: 0.0311642 | val_loss: 0.0311747 | Time: 1458.52 ms [2021-03-23 12:50:32 main:574] : INFO : Epoch 1682 | loss: 0.0311644 | val_loss: 0.0311712 | Time: 1452.52 ms [2021-03-23 12:50:34 main:574] : INFO : Epoch 1683 | loss: 0.0311629 | val_loss: 0.0311702 | Time: 1438.19 ms [2021-03-23 12:50:35 main:574] : INFO : Epoch 1684 | loss: 0.0311622 | val_loss: 0.0311681 | Time: 1449.38 ms [2021-03-23 12:50:37 main:574] : INFO : Epoch 1685 | loss: 0.031161 | val_loss: 0.0311714 | Time: 1448.09 ms [2021-03-23 12:50:38 main:574] : INFO : Epoch 1686 | loss: 0.0311617 | val_loss: 0.0311703 | Time: 1457.6 ms [2021-03-23 12:50:40 main:574] : INFO : Epoch 1687 | loss: 0.0311624 | val_loss: 0.0311659 | Time: 1451.58 ms [2021-03-23 12:50:41 main:574] : INFO : Epoch 1688 | loss: 0.0311612 | val_loss: 0.0311682 | Time: 1463.08 ms [2021-03-23 12:50:43 main:574] : INFO : Epoch 1689 | loss: 0.0311601 | val_loss: 0.0311679 | Time: 1456.62 ms [2021-03-23 12:50:44 main:574] : INFO : Epoch 1690 | loss: 0.0311604 | val_loss: 0.0311673 | Time: 1448.26 ms [2021-03-23 12:50:45 main:574] : INFO : Epoch 1691 | loss: 0.0311599 | val_loss: 0.0311698 | Time: 1468.55 ms [2021-03-23 12:50:47 main:574] : INFO : Epoch 1692 | loss: 0.031161 | val_loss: 0.0311704 | Time: 1450.73 ms [2021-03-23 12:50:48 main:574] : INFO : Epoch 1693 | loss: 0.0311604 | val_loss: 0.0311726 | Time: 1448.34 ms [2021-03-23 12:50:50 main:574] : INFO : Epoch 1694 | loss: 0.0311614 | val_loss: 0.0311701 | Time: 1469.89 ms [2021-03-23 12:50:51 main:574] : INFO : Epoch 1695 | loss: 0.0311604 | val_loss: 0.0311687 | Time: 1462.44 ms [2021-03-23 12:50:53 main:574] : INFO : Epoch 1696 | loss: 0.0311591 | val_loss: 0.0311721 | Time: 1441.55 ms [2021-03-23 12:50:54 main:574] : INFO : Epoch 1697 | loss: 0.0311611 | val_loss: 0.0311735 | Time: 1415.79 ms [2021-03-23 12:50:56 main:574] : INFO : Epoch 1698 | loss: 0.0311606 | val_loss: 0.0311694 | Time: 1417.66 ms [2021-03-23 12:50:57 main:574] : INFO : Epoch 1699 | loss: 0.0311591 | val_loss: 0.031173 | Time: 1416.73 ms [2021-03-23 12:50:58 main:574] : INFO : Epoch 1700 | loss: 0.0311605 | val_loss: 0.0311688 | Time: 1419.55 ms [2021-03-23 12:51:00 main:574] : INFO : Epoch 1701 | loss: 0.031158 | val_loss: 0.03117 | Time: 1421.05 ms [2021-03-23 12:51:01 main:574] : INFO : Epoch 1702 | loss: 0.0311598 | val_loss: 0.0311702 | Time: 1420.01 ms [2021-03-23 12:51:03 main:574] : INFO : Epoch 1703 | loss: 0.031159 | val_loss: 0.0311714 | Time: 1438.46 ms [2021-03-23 12:51:04 main:574] : INFO : Epoch 1704 | loss: 0.0311583 | val_loss: 0.0311685 | Time: 1432.17 ms [2021-03-23 12:51:06 main:574] : INFO : Epoch 1705 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 1415.64 ms [2021-03-23 12:51:07 main:574] : INFO : Epoch 1706 | loss: 0.0311595 | val_loss: 0.03117 | Time: 1424.26 ms [2021-03-23 12:51:09 main:574] : INFO : Epoch 1707 | loss: 0.0311639 | val_loss: 0.0311732 | Time: 1417.18 ms [2021-03-23 12:51:10 main:574] : INFO : Epoch 1708 | loss: 0.0311639 | val_loss: 0.0311705 | Time: 1469.16 ms [2021-03-23 12:51:12 main:574] : INFO : Epoch 1709 | loss: 0.0311655 | val_loss: 0.0311715 | Time: 1478.1 ms [2021-03-23 12:51:13 main:574] : INFO : Epoch 1710 | loss: 0.031163 | val_loss: 0.0311706 | Time: 1414.92 ms [2021-03-23 12:51:14 main:574] : INFO : Epoch 1711 | loss: 0.0311637 | val_loss: 0.0311718 | Time: 1445.09 ms [2021-03-23 12:51:16 main:574] : INFO : Epoch 1712 | loss: 0.0311631 | val_loss: 0.0311697 | Time: 1449.88 ms [2021-03-23 12:51:17 main:574] : INFO : Epoch 1713 | loss: 0.0311629 | val_loss: 0.0311703 | Time: 1449.97 ms [2021-03-23 12:51:19 main:574] : INFO : Epoch 1714 | loss: 0.0311648 | val_loss: 0.0311733 | Time: 1412.04 ms [2021-03-23 12:51:20 main:574] : INFO : Epoch 1715 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 1442.39 ms [2021-03-23 12:51:22 main:574] : INFO : Epoch 1716 | loss: 0.0311693 | val_loss: 0.0311782 | Time: 1425.64 ms [2021-03-23 12:51:23 main:574] : INFO : Epoch 1717 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 1406.46 ms [2021-03-23 12:51:24 main:574] : INFO : Epoch 1718 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 1426.35 ms [2021-03-23 12:51:26 main:574] : INFO : Epoch 1719 | loss: 0.0311678 | val_loss: 0.0311752 | Time: 1428.42 ms [2021-03-23 12:51:27 main:574] : INFO : Epoch 1720 | loss: 0.0311653 | val_loss: 0.0311754 | Time: 1437.9 ms [2021-03-23 12:51:29 main:574] : INFO : Epoch 1721 | loss: 0.0311654 | val_loss: 0.0311741 | Time: 1413.14 ms [2021-03-23 12:51:30 main:574] : INFO : Epoch 1722 | loss: 0.0311646 | val_loss: 0.0311714 | Time: 1409.86 ms [2021-03-23 12:51:32 main:574] : INFO : Epoch 1723 | loss: 0.0311636 | val_loss: 0.0311739 | Time: 1407.29 ms [2021-03-23 12:51:33 main:574] : INFO : Epoch 1724 | loss: 0.0311643 | val_loss: 0.0311771 | Time: 1435.6 ms [2021-03-23 12:51:34 main:574] : INFO : Epoch 1725 | loss: 0.031163 | val_loss: 0.031174 | Time: 1415.82 ms [2021-03-23 12:51:36 main:574] : INFO : Epoch 1726 | loss: 0.0311622 | val_loss: 0.0311731 | Time: 1400.91 ms [2021-03-23 12:51:37 main:574] : INFO : Epoch 1727 | loss: 0.0311629 | val_loss: 0.0311717 | Time: 1426.8 ms [2021-03-23 12:51:39 main:574] : INFO : Epoch 1728 | loss: 0.031162 | val_loss: 0.0311734 | Time: 1409.6 ms [2021-03-23 12:51:40 main:574] : INFO : Epoch 1729 | loss: 0.0311626 | val_loss: 0.0311737 | Time: 1407.67 ms [2021-03-23 12:51:42 main:574] : INFO : Epoch 1730 | loss: 0.0311613 | val_loss: 0.0311737 | Time: 1422.65 ms [2021-03-23 12:51:43 main:574] : INFO : Epoch 1731 | loss: 0.0311615 | val_loss: 0.0311753 | Time: 1409.72 ms [2021-03-23 12:51:44 main:574] : INFO : Epoch 1732 | loss: 0.031163 | val_loss: 0.0311738 | Time: 1402.91 ms [2021-03-23 12:51:46 main:574] : INFO : Epoch 1733 | loss: 0.0311618 | val_loss: 0.0311722 | Time: 1409.63 ms [2021-03-23 12:51:47 main:574] : INFO : Epoch 1734 | loss: 0.0311609 | val_loss: 0.0311737 | Time: 1402.26 ms [2021-03-23 12:51:49 main:574] : INFO : Epoch 1735 | loss: 0.0311603 | val_loss: 0.0311738 | Time: 1407.15 ms [2021-03-23 12:51:50 main:574] : INFO : Epoch 1736 | loss: 0.0311604 | val_loss: 0.0311758 | Time: 1407.07 ms [2021-03-23 12:51:52 main:574] : INFO : Epoch 1737 | loss: 0.0311666 | val_loss: 0.0311713 | Time: 1403.85 ms [2021-03-23 12:51:53 main:574] : INFO : Epoch 1738 | loss: 0.031167 | val_loss: 0.0311705 | Time: 1410.41 ms [2021-03-23 12:51:54 main:574] : INFO : Epoch 1739 | loss: 0.0311663 | val_loss: 0.0311719 | Time: 1412.37 ms [2021-03-23 12:51:56 main:574] : INFO : Epoch 1740 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 1421.21 ms [2021-03-23 12:51:57 main:574] : INFO : Epoch 1741 | loss: 0.0311642 | val_loss: 0.031176 | Time: 1421.58 ms [2021-03-23 12:51:59 main:574] : INFO : Epoch 1742 | loss: 0.0311646 | val_loss: 0.0311713 | Time: 1408.2 ms [2021-03-23 12:52:00 main:574] : INFO : Epoch 1743 | loss: 0.0311624 | val_loss: 0.0311713 | Time: 1421.26 ms [2021-03-23 12:52:02 main:574] : INFO : Epoch 1744 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 1450.1 ms [2021-03-23 12:52:03 main:574] : INFO : Epoch 1745 | loss: 0.0311633 | val_loss: 0.0311693 | Time: 1430.14 ms [2021-03-23 12:52:04 main:574] : INFO : Epoch 1746 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 1418.11 ms [2021-03-23 12:52:06 main:574] : INFO : Epoch 1747 | loss: 0.0311665 | val_loss: 0.0311922 | Time: 1418.39 ms [2021-03-23 12:52:07 main:574] : INFO : Epoch 1748 | loss: 0.0311881 | val_loss: 0.0311828 | Time: 1410.51 ms [2021-03-23 12:52:09 main:574] : INFO : Epoch 1749 | loss: 0.0311807 | val_loss: 0.031182 | Time: 1405.38 ms [2021-03-23 12:52:10 main:574] : INFO : Epoch 1750 | loss: 0.0311785 | val_loss: 0.0311794 | Time: 1411.38 ms [2021-03-23 12:52:12 main:574] : INFO : Epoch 1751 | loss: 0.0311753 | val_loss: 0.0311821 | Time: 1538.38 ms [2021-03-23 12:52:13 main:574] : INFO : Epoch 1752 | loss: 0.0311746 | val_loss: 0.031179 | Time: 1480.28 ms [2021-03-23 12:52:15 main:574] : INFO : Epoch 1753 | loss: 0.0311721 | val_loss: 0.0311778 | Time: 1544.27 ms [2021-03-23 12:52:16 main:574] : INFO : Epoch 1754 | loss: 0.0311711 | val_loss: 0.0311767 | Time: 1545.68 ms [2021-03-23 12:52:18 main:574] : INFO : Epoch 1755 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 1475.5 ms [2021-03-23 12:52:19 main:574] : INFO : Epoch 1756 | loss: 0.0311707 | val_loss: 0.0311767 | Time: 1548.97 ms [2021-03-23 12:52:21 main:574] : INFO : Epoch 1757 | loss: 0.0311694 | val_loss: 0.0311785 | Time: 1421.1 ms [2021-03-23 12:52:22 main:574] : INFO : Epoch 1758 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 1424.06 ms [2021-03-23 12:52:24 main:574] : INFO : Epoch 1759 | loss: 0.031167 | val_loss: 0.0311788 | Time: 1420.69 ms [2021-03-23 12:52:25 main:574] : INFO : Epoch 1760 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 1433.33 ms [2021-03-23 12:52:26 main:574] : INFO : Epoch 1761 | loss: 0.0311666 | val_loss: 0.0311751 | Time: 1433.62 ms [2021-03-23 12:52:28 main:574] : INFO : Epoch 1762 | loss: 0.0311653 | val_loss: 0.031176 | Time: 1431.15 ms [2021-03-23 12:52:29 main:574] : INFO : Epoch 1763 | loss: 0.0311669 | val_loss: 0.0311813 | Time: 1418.51 ms [2021-03-23 12:52:31 main:574] : INFO : Epoch 1764 | loss: 0.0311676 | val_loss: 0.0311755 | Time: 1411.14 ms [2021-03-23 12:52:32 main:574] : INFO : Epoch 1765 | loss: 0.0311636 | val_loss: 0.0311776 | Time: 1410.5 ms [2021-03-23 12:52:34 main:574] : INFO : Epoch 1766 | loss: 0.0311629 | val_loss: 0.0311754 | Time: 1417.73 ms [2021-03-23 12:52:35 main:574] : INFO : Epoch 1767 | loss: 0.0311649 | val_loss: 0.0311788 | Time: 1426.52 ms [2021-03-23 12:52:37 main:574] : INFO : Epoch 1768 | loss: 0.0311648 | val_loss: 0.0311736 | Time: 1427.71 ms [2021-03-23 12:52:38 main:574] : INFO : Epoch 1769 | loss: 0.0311635 | val_loss: 0.0311756 | Time: 1421.78 ms [2021-03-23 12:52:39 main:574] : INFO : Epoch 1770 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 1413.55 ms [2021-03-23 12:52:41 main:574] : INFO : Epoch 1771 | loss: 0.0311632 | val_loss: 0.0311725 | Time: 1413.55 ms [2021-03-23 12:52:42 main:574] : INFO : Epoch 1772 | loss: 0.0311615 | val_loss: 0.0311727 | Time: 1440.72 ms [2021-03-23 12:52:44 main:574] : INFO : Epoch 1773 | loss: 0.0311608 | val_loss: 0.0311757 | Time: 1404.56 ms [2021-03-23 12:52:45 main:574] : INFO : Epoch 1774 | loss: 0.0311609 | val_loss: 0.0311745 | Time: 1423.4 ms [2021-03-23 12:52:47 main:574] : INFO : Epoch 1775 | loss: 0.0311618 | val_loss: 0.0311755 | Time: 1421.51 ms [2021-03-23 12:52:48 main:574] : INFO : Epoch 1776 | loss: 0.0311627 | val_loss: 0.0311759 | Time: 1430.04 ms [2021-03-23 12:52:49 main:574] : INFO : Epoch 1777 | loss: 0.0311613 | val_loss: 0.0311755 | Time: 1423.79 ms [2021-03-23 12:52:51 main:574] : INFO : Epoch 1778 | loss: 0.0311622 | val_loss: 0.0311753 | Time: 1408.83 ms [2021-03-23 12:52:52 main:574] : INFO : Epoch 1779 | loss: 0.0311628 | val_loss: 0.0311761 | Time: 1411.92 ms [2021-03-23 12:52:54 main:574] : INFO : Epoch 1780 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 1417.61 ms [2021-03-23 12:52:55 main:574] : INFO : Epoch 1781 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 1407.67 ms [2021-03-23 12:52:57 main:574] : INFO : Epoch 1782 | loss: 0.0311631 | val_loss: 0.031179 | Time: 1414.53 ms [2021-03-23 12:52:58 main:574] : INFO : Epoch 1783 | loss: 0.0311628 | val_loss: 0.0311784 | Time: 1419.91 ms [2021-03-23 12:52:59 main:574] : INFO : Epoch 1784 | loss: 0.0311672 | val_loss: 0.0311764 | Time: 1440.3 ms [2021-03-23 12:53:01 main:574] : INFO : Epoch 1785 | loss: 0.0311626 | val_loss: 0.031175 | Time: 1422.82 ms [2021-03-23 12:53:02 main:574] : INFO : Epoch 1786 | loss: 0.0311608 | val_loss: 0.0311742 | Time: 1403.39 ms [2021-03-23 12:53:04 main:574] : INFO : Epoch 1787 | loss: 0.0311609 | val_loss: 0.0311749 | Time: 1408.8 ms [2021-03-23 12:53:05 main:574] : INFO : Epoch 1788 | loss: 0.0311608 | val_loss: 0.0311752 | Time: 1412.5 ms [2021-03-23 12:53:07 main:574] : INFO : Epoch 1789 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 1400.46 ms [2021-03-23 12:53:08 main:574] : INFO : Epoch 1790 | loss: 0.0311649 | val_loss: 0.0311758 | Time: 1412.98 ms [2021-03-23 12:53:09 main:574] : INFO : Epoch 1791 | loss: 0.0311621 | val_loss: 0.0311749 | Time: 1419.14 ms [2021-03-23 12:53:11 main:574] : INFO : Epoch 1792 | loss: 0.0311618 | val_loss: 0.0311716 | Time: 1418.18 ms [2021-03-23 12:53:12 main:574] : INFO : Epoch 1793 | loss: 0.0311617 | val_loss: 0.0311765 | Time: 1409.74 ms [2021-03-23 12:53:14 main:574] : INFO : Epoch 1794 | loss: 0.0311616 | val_loss: 0.0311742 | Time: 1415.72 ms [2021-03-23 12:53:15 main:574] : INFO : Epoch 1795 | loss: 0.0311605 | val_loss: 0.0311766 | Time: 1418.17 ms [2021-03-23 12:53:16 main:574] : INFO : Epoch 1796 | loss: 0.0311635 | val_loss: 0.0311744 | Time: 1417.24 ms [2021-03-23 12:53:18 main:574] : INFO : Epoch 1797 | loss: 0.0311605 | val_loss: 0.031171 | Time: 1412.64 ms [2021-03-23 12:53:19 main:574] : INFO : Epoch 1798 | loss: 0.0311623 | val_loss: 0.0311715 | Time: 1411.77 ms [2021-03-23 12:53:21 main:574] : INFO : Epoch 1799 | loss: 0.0311611 | val_loss: 0.0311692 | Time: 1422.96 ms [2021-03-23 12:53:22 main:574] : INFO : Epoch 1800 | loss: 0.0311601 | val_loss: 0.0311692 | Time: 1410.92 ms [2021-03-23 12:53:24 main:574] : INFO : Epoch 1801 | loss: 0.0311587 | val_loss: 0.0311686 | Time: 1417.36 ms [2021-03-23 12:53:25 main:574] : INFO : Epoch 1802 | loss: 0.0311585 | val_loss: 0.0311696 | Time: 1413.1 ms [2021-03-23 12:53:27 main:574] : INFO : Epoch 1803 | loss: 0.0311585 | val_loss: 0.0311692 | Time: 1433.13 ms [2021-03-23 12:53:28 main:574] : INFO : Epoch 1804 | loss: 0.0311593 | val_loss: 0.0311697 | Time: 1407.35 ms [2021-03-23 12:53:29 main:574] : INFO : Epoch 1805 | loss: 0.0311585 | val_loss: 0.0311696 | Time: 1426.86 ms [2021-03-23 12:53:31 main:574] : INFO : Epoch 1806 | loss: 0.0311572 | val_loss: 0.0311671 | Time: 1451.12 ms [2021-03-23 12:53:32 main:574] : INFO : Epoch 1807 | loss: 0.0311568 | val_loss: 0.0311712 | Time: 1432.59 ms [2021-03-23 12:53:34 main:574] : INFO : Epoch 1808 | loss: 0.031158 | val_loss: 0.0311715 | Time: 1415.51 ms [2021-03-23 12:53:35 main:574] : INFO : Epoch 1809 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 1420.23 ms [2021-03-23 12:53:37 main:574] : INFO : Epoch 1810 | loss: 0.0311563 | val_loss: 0.0311776 | Time: 1415.13 ms [2021-03-23 12:53:38 main:574] : INFO : Epoch 1811 | loss: 0.0311608 | val_loss: 0.0311743 | Time: 1422.79 ms [2021-03-23 12:53:39 main:574] : INFO : Epoch 1812 | loss: 0.0311572 | val_loss: 0.0311684 | Time: 1412.39 ms [2021-03-23 12:53:41 main:574] : INFO : Epoch 1813 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 1406.56 ms [2021-03-23 12:53:42 main:574] : INFO : Epoch 1814 | loss: 0.0311565 | val_loss: 0.0311728 | Time: 1410.43 ms [2021-03-23 12:53:44 main:574] : INFO : Epoch 1815 | loss: 0.0311595 | val_loss: 0.0311716 | Time: 1420.68 ms [2021-03-23 12:53:45 main:574] : INFO : Epoch 1816 | loss: 0.0311644 | val_loss: 0.0311729 | Time: 1409.61 ms [2021-03-23 12:53:47 main:574] : INFO : Epoch 1817 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 1414.97 ms [2021-03-23 12:53:48 main:574] : INFO : Epoch 1818 | loss: 0.0311622 | val_loss: 0.031171 | Time: 1437.52 ms [2021-03-23 12:53:49 main:574] : INFO : Epoch 1819 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 1420.3 ms [2021-03-23 12:53:51 main:574] : INFO : Epoch 1820 | loss: 0.0311628 | val_loss: 0.0311785 | Time: 1409.94 ms [2021-03-23 12:53:52 main:574] : INFO : Epoch 1821 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 1412.19 ms [2021-03-23 12:53:54 main:574] : INFO : Epoch 1822 | loss: 0.0311675 | val_loss: 0.031171 | Time: 1411.41 ms [2021-03-23 12:53:55 main:574] : INFO : Epoch 1823 | loss: 0.0311656 | val_loss: 0.0311719 | Time: 1417.61 ms [2021-03-23 12:53:57 main:574] : INFO : Epoch 1824 | loss: 0.0311654 | val_loss: 0.0311723 | Time: 1431.73 ms [2021-03-23 12:53:58 main:574] : INFO : Epoch 1825 | loss: 0.0311647 | val_loss: 0.0311705 | Time: 1415.08 ms [2021-03-23 12:54:00 main:574] : INFO : Epoch 1826 | loss: 0.0311632 | val_loss: 0.0311709 | Time: 1424.98 ms [2021-03-23 12:54:01 main:574] : INFO : Epoch 1827 | loss: 0.0311637 | val_loss: 0.0311705 | Time: 1411.61 ms [2021-03-23 12:54:02 main:574] : INFO : Epoch 1828 | loss: 0.0311621 | val_loss: 0.0311705 | Time: 1420.85 ms [2021-03-23 12:54:04 main:574] : INFO : Epoch 1829 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 1409.82 ms [2021-03-23 12:54:05 main:574] : INFO : Epoch 1830 | loss: 0.0311605 | val_loss: 0.0311701 | Time: 1411.62 ms [2021-03-23 12:54:07 main:574] : INFO : Epoch 1831 | loss: 0.0311593 | val_loss: 0.0311701 | Time: 1415.48 ms [2021-03-23 12:54:08 main:574] : INFO : Epoch 1832 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 1412.78 ms [2021-03-23 12:54:09 main:574] : INFO : Epoch 1833 | loss: 0.03116 | val_loss: 0.0311723 | Time: 1416.41 ms [2021-03-23 12:54:11 main:574] : INFO : Epoch 1834 | loss: 0.031159 | val_loss: 0.0311699 | Time: 1425.9 ms [2021-03-23 12:54:12 main:574] : INFO : Epoch 1835 | loss: 0.0311587 | val_loss: 0.0311691 | Time: 1410.88 ms [2021-03-23 12:54:14 main:574] : INFO : Epoch 1836 | loss: 0.0311586 | val_loss: 0.0311696 | Time: 1398.4 ms [2021-03-23 12:54:15 main:574] : INFO : Epoch 1837 | loss: 0.0311644 | val_loss: 0.0311738 | Time: 1409.95 ms [2021-03-23 12:54:17 main:574] : INFO : Epoch 1838 | loss: 0.0311679 | val_loss: 0.0311768 | Time: 1406.18 ms [2021-03-23 12:54:18 main:574] : INFO : Epoch 1839 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 1402.27 ms [2021-03-23 12:54:19 main:574] : INFO : Epoch 1840 | loss: 0.0311678 | val_loss: 0.0311752 | Time: 1409.29 ms [2021-03-23 12:54:21 main:574] : INFO : Epoch 1841 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 1402.22 ms [2021-03-23 12:54:22 main:574] : INFO : Epoch 1842 | loss: 0.0311726 | val_loss: 0.0311702 | Time: 1443.42 ms [2021-03-23 12:54:24 main:574] : INFO : Epoch 1843 | loss: 0.0311659 | val_loss: 0.0311656 | Time: 1405.09 ms [2021-03-23 12:54:25 main:574] : INFO : Epoch 1844 | loss: 0.0311637 | val_loss: 0.0311643 | Time: 1442.94 ms [2021-03-23 12:54:27 main:574] : INFO : Epoch 1845 | loss: 0.0311644 | val_loss: 0.0311648 | Time: 1419.98 ms [2021-03-23 12:54:28 main:574] : INFO : Epoch 1846 | loss: 0.0311665 | val_loss: 0.0311659 | Time: 1407.95 ms [2021-03-23 12:54:29 main:574] : INFO : Epoch 1847 | loss: 0.0311642 | val_loss: 0.0311651 | Time: 1415.59 ms [2021-03-23 12:54:31 main:574] : INFO : Epoch 1848 | loss: 0.0311629 | val_loss: 0.0311653 | Time: 1408.29 ms [2021-03-23 12:54:32 main:574] : INFO : Epoch 1849 | loss: 0.0311626 | val_loss: 0.0311656 | Time: 1433.55 ms [2021-03-23 12:54:34 main:574] : INFO : Epoch 1850 | loss: 0.0311654 | val_loss: 0.0311655 | Time: 1418.54 ms [2021-03-23 12:54:35 main:574] : INFO : Epoch 1851 | loss: 0.0311673 | val_loss: 0.0311787 | Time: 1446.15 ms [2021-03-23 12:54:37 main:574] : INFO : Epoch 1852 | loss: 0.0311761 | val_loss: 0.0311733 | Time: 1406.8 ms [2021-03-23 12:54:38 main:574] : INFO : Epoch 1853 | loss: 0.0311751 | val_loss: 0.0311689 | Time: 1409.22 ms [2021-03-23 12:54:39 main:574] : INFO : Epoch 1854 | loss: 0.0311726 | val_loss: 0.0311729 | Time: 1411.37 ms [2021-03-23 12:54:41 main:574] : INFO : Epoch 1855 | loss: 0.0311713 | val_loss: 0.0311706 | Time: 1410.35 ms [2021-03-23 12:54:42 main:574] : INFO : Epoch 1856 | loss: 0.0311715 | val_loss: 0.0311697 | Time: 1419.93 ms [2021-03-23 12:54:44 main:574] : INFO : Epoch 1857 | loss: 0.0311694 | val_loss: 0.0311698 | Time: 1436.75 ms [2021-03-23 12:54:45 main:574] : INFO : Epoch 1858 | loss: 0.0311721 | val_loss: 0.0311691 | Time: 1412.46 ms [2021-03-23 12:54:47 main:574] : INFO : Epoch 1859 | loss: 0.0311715 | val_loss: 0.0311664 | Time: 1420.18 ms [2021-03-23 12:54:48 main:574] : INFO : Epoch 1860 | loss: 0.0311688 | val_loss: 0.0311708 | Time: 1415.26 ms [2021-03-23 12:54:49 main:574] : INFO : Epoch 1861 | loss: 0.0311679 | val_loss: 0.0311673 | Time: 1411.59 ms [2021-03-23 12:54:51 main:574] : INFO : Epoch 1862 | loss: 0.0311666 | val_loss: 0.0311674 | Time: 1408.39 ms [2021-03-23 12:54:52 main:574] : INFO : Epoch 1863 | loss: 0.0311652 | val_loss: 0.0311691 | Time: 1410.87 ms [2021-03-23 12:54:54 main:574] : INFO : Epoch 1864 | loss: 0.0311648 | val_loss: 0.0311677 | Time: 1407.18 ms [2021-03-23 12:54:55 main:574] : INFO : Epoch 1865 | loss: 0.0311639 | val_loss: 0.0311654 | Time: 1407.96 ms [2021-03-23 12:54:57 main:574] : INFO : Epoch 1866 | loss: 0.0311651 | val_loss: 0.0311681 | Time: 1412.28 ms [2021-03-23 12:54:58 main:574] : INFO : Epoch 1867 | loss: 0.0311702 | val_loss: 0.031173 | Time: 1447.47 ms [2021-03-23 12:54:59 main:574] : INFO : Epoch 1868 | loss: 0.0311729 | val_loss: 0.0311749 | Time: 1423.45 ms [2021-03-23 12:55:01 main:574] : INFO : Epoch 1869 | loss: 0.0311737 | val_loss: 0.0311731 | Time: 1413.55 ms [2021-03-23 12:55:02 main:574] : INFO : Epoch 1870 | loss: 0.0311749 | val_loss: 0.0311752 | Time: 1403.36 ms [2021-03-23 12:55:04 main:574] : INFO : Epoch 1871 | loss: 0.0311751 | val_loss: 0.0311724 | Time: 1415.66 ms [2021-03-23 12:55:05 main:574] : INFO : Epoch 1872 | loss: 0.0311728 | val_loss: 0.0311703 | Time: 1418.45 ms [2021-03-23 12:55:07 main:574] : INFO : Epoch 1873 | loss: 0.0311729 | val_loss: 0.0311701 | Time: 1426.65 ms [2021-03-23 12:55:08 main:574] : INFO : Epoch 1874 | loss: 0.0311725 | val_loss: 0.0311704 | Time: 1410.02 ms [2021-03-23 12:55:09 main:574] : INFO : Epoch 1875 | loss: 0.0311717 | val_loss: 0.0311705 | Time: 1409.94 ms [2021-03-23 12:55:11 main:574] : INFO : Epoch 1876 | loss: 0.0311723 | val_loss: 0.0311718 | Time: 1410.77 ms [2021-03-23 12:55:12 main:574] : INFO : Epoch 1877 | loss: 0.0311725 | val_loss: 0.0311717 | Time: 1407.1 ms [2021-03-23 12:55:14 main:574] : INFO : Epoch 1878 | loss: 0.0311735 | val_loss: 0.0311751 | Time: 1410.45 ms [2021-03-23 12:55:15 main:574] : INFO : Epoch 1879 | loss: 0.0311733 | val_loss: 0.0311725 | Time: 1416.09 ms [2021-03-23 12:55:17 main:574] : INFO : Epoch 1880 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 1438.32 ms [2021-03-23 12:55:18 main:574] : INFO : Epoch 1881 | loss: 0.0311715 | val_loss: 0.0311773 | Time: 1560.57 ms [2021-03-23 12:55:20 main:574] : INFO : Epoch 1882 | loss: 0.0311732 | val_loss: 0.0311722 | Time: 1432.33 ms [2021-03-23 12:55:21 main:574] : INFO : Epoch 1883 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 1449.54 ms [2021-03-23 12:55:22 main:574] : INFO : Epoch 1884 | loss: 0.0311717 | val_loss: 0.0311705 | Time: 1429.71 ms [2021-03-23 12:55:24 main:574] : INFO : Epoch 1885 | loss: 0.0311703 | val_loss: 0.0311721 | Time: 1416.7 ms [2021-03-23 12:55:25 main:574] : INFO : Epoch 1886 | loss: 0.0311682 | val_loss: 0.0311721 | Time: 1413.72 ms [2021-03-23 12:55:27 main:574] : INFO : Epoch 1887 | loss: 0.0311703 | val_loss: 0.031173 | Time: 1409.55 ms [2021-03-23 12:55:28 main:574] : INFO : Epoch 1888 | loss: 0.0311711 | val_loss: 0.0311707 | Time: 1437.48 ms [2021-03-23 12:55:30 main:574] : INFO : Epoch 1889 | loss: 0.0311698 | val_loss: 0.0311696 | Time: 1433.38 ms [2021-03-23 12:55:31 main:574] : INFO : Epoch 1890 | loss: 0.0311707 | val_loss: 0.0311762 | Time: 1468.43 ms [2021-03-23 12:55:32 main:574] : INFO : Epoch 1891 | loss: 0.0311725 | val_loss: 0.0311712 | Time: 1410.61 ms [2021-03-23 12:55:34 main:574] : INFO : Epoch 1892 | loss: 0.031169 | val_loss: 0.0311731 | Time: 1412.68 ms [2021-03-23 12:55:35 main:574] : INFO : Epoch 1893 | loss: 0.0311684 | val_loss: 0.031172 | Time: 1413.68 ms [2021-03-23 12:55:37 main:574] : INFO : Epoch 1894 | loss: 0.0311679 | val_loss: 0.0311701 | Time: 1415.5 ms [2021-03-23 12:55:38 main:574] : INFO : Epoch 1895 | loss: 0.0311672 | val_loss: 0.0311691 | Time: 1451.04 ms [2021-03-23 12:55:40 main:574] : INFO : Epoch 1896 | loss: 0.0311663 | val_loss: 0.0311706 | Time: 1425.28 ms [2021-03-23 12:55:41 main:574] : INFO : Epoch 1897 | loss: 0.0311663 | val_loss: 0.0311689 | Time: 1422.95 ms [2021-03-23 12:55:43 main:574] : INFO : Epoch 1898 | loss: 0.0311643 | val_loss: 0.0311688 | Time: 1423.93 ms [2021-03-23 12:55:44 main:574] : INFO : Epoch 1899 | loss: 0.0311652 | val_loss: 0.0311725 | Time: 1423.41 ms [2021-03-23 12:55:45 main:574] : INFO : Epoch 1900 | loss: 0.0311656 | val_loss: 0.0311679 | Time: 1415.83 ms [2021-03-23 12:55:47 main:574] : INFO : Epoch 1901 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 1463.94 ms [2021-03-23 12:55:48 main:574] : INFO : Epoch 1902 | loss: 0.0311679 | val_loss: 0.0311774 | Time: 1475.54 ms [2021-03-23 12:55:50 main:574] : INFO : Epoch 1903 | loss: 0.0311685 | val_loss: 0.031169 | Time: 1454.88 ms [2021-03-23 12:55:51 main:574] : INFO : Epoch 1904 | loss: 0.0311669 | val_loss: 0.0311685 | Time: 1449.54 ms [2021-03-23 12:55:53 main:574] : INFO : Epoch 1905 | loss: 0.0311655 | val_loss: 0.0311701 | Time: 1405.55 ms [2021-03-23 12:55:54 main:574] : INFO : Epoch 1906 | loss: 0.031169 | val_loss: 0.0311741 | Time: 1425.96 ms [2021-03-23 12:55:56 main:574] : INFO : Epoch 1907 | loss: 0.0311704 | val_loss: 0.031176 | Time: 1412.13 ms [2021-03-23 12:55:57 main:574] : INFO : Epoch 1908 | loss: 0.0311692 | val_loss: 0.031172 | Time: 1411.87 ms [2021-03-23 12:55:58 main:574] : INFO : Epoch 1909 | loss: 0.0311674 | val_loss: 0.0311722 | Time: 1406.39 ms [2021-03-23 12:56:00 main:574] : INFO : Epoch 1910 | loss: 0.0311698 | val_loss: 0.0311714 | Time: 1410 ms [2021-03-23 12:56:01 main:574] : INFO : Epoch 1911 | loss: 0.0311671 | val_loss: 0.031171 | Time: 1418.89 ms [2021-03-23 12:56:03 main:574] : INFO : Epoch 1912 | loss: 0.0311682 | val_loss: 0.0311748 | Time: 1409.16 ms [2021-03-23 12:56:04 main:574] : INFO : Epoch 1913 | loss: 0.031171 | val_loss: 0.0311758 | Time: 1417.1 ms [2021-03-23 12:56:05 main:574] : INFO : Epoch 1914 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 1410.59 ms [2021-03-23 12:56:07 main:574] : INFO : Epoch 1915 | loss: 0.0311772 | val_loss: 0.0311764 | Time: 1450.98 ms [2021-03-23 12:56:08 main:574] : INFO : Epoch 1916 | loss: 0.031169 | val_loss: 0.0311707 | Time: 1413.95 ms [2021-03-23 12:56:10 main:574] : INFO : Epoch 1917 | loss: 0.0311671 | val_loss: 0.0311723 | Time: 1451.05 ms [2021-03-23 12:56:11 main:574] : INFO : Epoch 1918 | loss: 0.0311666 | val_loss: 0.0311685 | Time: 1454.69 ms [2021-03-23 12:56:13 main:574] : INFO : Epoch 1919 | loss: 0.0311657 | val_loss: 0.0311724 | Time: 1446.89 ms [2021-03-23 12:56:14 main:574] : INFO : Epoch 1920 | loss: 0.0311657 | val_loss: 0.0311696 | Time: 1415.67 ms [2021-03-23 12:56:16 main:574] : INFO : Epoch 1921 | loss: 0.0311653 | val_loss: 0.0311687 | Time: 1416.74 ms [2021-03-23 12:56:17 main:574] : INFO : Epoch 1922 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 1423.07 ms [2021-03-23 12:56:18 main:574] : INFO : Epoch 1923 | loss: 0.0311675 | val_loss: 0.0311712 | Time: 1426.19 ms [2021-03-23 12:56:20 main:574] : INFO : Epoch 1924 | loss: 0.0311665 | val_loss: 0.0311694 | Time: 1426.6 ms [2021-03-23 12:56:21 main:574] : INFO : Epoch 1925 | loss: 0.0311646 | val_loss: 0.031172 | Time: 1410.98 ms [2021-03-23 12:56:23 main:574] : INFO : Epoch 1926 | loss: 0.0311648 | val_loss: 0.0311684 | Time: 1425.5 ms [2021-03-23 12:56:24 main:574] : INFO : Epoch 1927 | loss: 0.0311642 | val_loss: 0.0311686 | Time: 1411.83 ms [2021-03-23 12:56:26 main:574] : INFO : Epoch 1928 | loss: 0.0311628 | val_loss: 0.0311691 | Time: 1434.11 ms [2021-03-23 12:56:27 main:574] : INFO : Epoch 1929 | loss: 0.0311623 | val_loss: 0.0311697 | Time: 1428.19 ms [2021-03-23 12:56:28 main:574] : INFO : Epoch 1930 | loss: 0.0311614 | val_loss: 0.0311708 | Time: 1409.76 ms [2021-03-23 12:56:30 main:574] : INFO : Epoch 1931 | loss: 0.0311615 | val_loss: 0.0311679 | Time: 1421.62 ms [2021-03-23 12:56:31 main:574] : INFO : Epoch 1932 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 1412.75 ms [2021-03-23 12:56:33 main:574] : INFO : Epoch 1933 | loss: 0.0311627 | val_loss: 0.0311681 | Time: 1416.44 ms [2021-03-23 12:56:34 main:574] : INFO : Epoch 1934 | loss: 0.0311607 | val_loss: 0.0311675 | Time: 1418.19 ms [2021-03-23 12:56:36 main:574] : INFO : Epoch 1935 | loss: 0.0311602 | val_loss: 0.0311691 | Time: 1453.39 ms [2021-03-23 12:56:37 main:574] : INFO : Epoch 1936 | loss: 0.0311592 | val_loss: 0.0311692 | Time: 1430.19 ms [2021-03-23 12:56:39 main:574] : INFO : Epoch 1937 | loss: 0.0311616 | val_loss: 0.0311712 | Time: 1434.18 ms [2021-03-23 12:56:40 main:574] : INFO : Epoch 1938 | loss: 0.0311829 | val_loss: 0.0311968 | Time: 1410.93 ms [2021-03-23 12:56:41 main:574] : INFO : Epoch 1939 | loss: 0.0311967 | val_loss: 0.0311941 | Time: 1414.24 ms [2021-03-23 12:56:43 main:574] : INFO : Epoch 1940 | loss: 0.0311922 | val_loss: 0.0311976 | Time: 1416.35 ms [2021-03-23 12:56:44 main:574] : INFO : Epoch 1941 | loss: 0.0311958 | val_loss: 0.0311949 | Time: 1420.34 ms [2021-03-23 12:56:46 main:574] : INFO : Epoch 1942 | loss: 0.0311916 | val_loss: 0.0311912 | Time: 1428.16 ms [2021-03-23 12:56:47 main:574] : INFO : Epoch 1943 | loss: 0.0311872 | val_loss: 0.0311876 | Time: 1459.85 ms [2021-03-23 12:56:49 main:574] : INFO : Epoch 1944 | loss: 0.0311884 | val_loss: 0.0311844 | Time: 1406.64 ms [2021-03-23 12:56:50 main:574] : INFO : Epoch 1945 | loss: 0.031184 | val_loss: 0.0311848 | Time: 1417.48 ms [2021-03-23 12:56:51 main:574] : INFO : Epoch 1946 | loss: 0.0311833 | val_loss: 0.0311809 | Time: 1414.49 ms [2021-03-23 12:56:53 main:574] : INFO : Epoch 1947 | loss: 0.0311811 | val_loss: 0.0311793 | Time: 1427.77 ms [2021-03-23 12:56:54 main:574] : INFO : Epoch 1948 | loss: 0.031179 | val_loss: 0.03118 | Time: 1451.91 ms [2021-03-23 12:56:56 main:574] : INFO : Epoch 1949 | loss: 0.0311773 | val_loss: 0.0311787 | Time: 1414.05 ms [2021-03-23 12:56:57 main:574] : INFO : Epoch 1950 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 1419.98 ms [2021-03-23 12:56:59 main:574] : INFO : Epoch 1951 | loss: 0.0311764 | val_loss: 0.0311776 | Time: 1428.29 ms [2021-03-23 12:57:00 main:574] : INFO : Epoch 1952 | loss: 0.0311753 | val_loss: 0.0311765 | Time: 1421.24 ms [2021-03-23 12:57:01 main:574] : INFO : Epoch 1953 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 1412.23 ms [2021-03-23 12:57:03 main:574] : INFO : Epoch 1954 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 1419.19 ms [2021-03-23 12:57:04 main:574] : INFO : Epoch 1955 | loss: 0.0311837 | val_loss: 0.0311839 | Time: 1417.44 ms [2021-03-23 12:57:06 main:574] : INFO : Epoch 1956 | loss: 0.0311846 | val_loss: 0.0311815 | Time: 1424.71 ms [2021-03-23 12:57:07 main:574] : INFO : Epoch 1957 | loss: 0.0311837 | val_loss: 0.0311842 | Time: 1429.61 ms [2021-03-23 12:57:09 main:574] : INFO : Epoch 1958 | loss: 0.0311827 | val_loss: 0.0311847 | Time: 1433.34 ms [2021-03-23 12:57:10 main:574] : INFO : Epoch 1959 | loss: 0.0311811 | val_loss: 0.031178 | Time: 1421.07 ms [2021-03-23 12:57:12 main:574] : INFO : Epoch 1960 | loss: 0.0311824 | val_loss: 0.0311836 | Time: 1410.89 ms [2021-03-23 12:57:13 main:574] : INFO : Epoch 1961 | loss: 0.0311834 | val_loss: 0.0311793 | Time: 1406.31 ms [2021-03-23 12:57:14 main:574] : INFO : Epoch 1962 | loss: 0.0311804 | val_loss: 0.0311755 | Time: 1415.02 ms [2021-03-23 12:57:16 main:574] : INFO : Epoch 1963 | loss: 0.0311787 | val_loss: 0.0311792 | Time: 1418.22 ms [2021-03-23 12:57:17 main:574] : INFO : Epoch 1964 | loss: 0.0311804 | val_loss: 0.0311757 | Time: 1465.23 ms [2021-03-23 12:57:19 main:574] : INFO : Epoch 1965 | loss: 0.0311767 | val_loss: 0.0311717 | Time: 1406.07 ms [2021-03-23 12:57:20 main:574] : INFO : Epoch 1966 | loss: 0.0311759 | val_loss: 0.0311759 | Time: 1415.14 ms [2021-03-23 12:57:22 main:574] : INFO : Epoch 1967 | loss: 0.0311869 | val_loss: 0.031189 | Time: 1413.1 ms [2021-03-23 12:57:23 main:574] : INFO : Epoch 1968 | loss: 0.0311877 | val_loss: 0.0311806 | Time: 1410.85 ms [2021-03-23 12:57:24 main:574] : INFO : Epoch 1969 | loss: 0.031185 | val_loss: 0.0311868 | Time: 1412.97 ms [2021-03-23 12:57:26 main:574] : INFO : Epoch 1970 | loss: 0.0311852 | val_loss: 0.0311823 | Time: 1413.81 ms [2021-03-23 12:57:27 main:574] : INFO : Epoch 1971 | loss: 0.031185 | val_loss: 0.0311857 | Time: 1403.36 ms [2021-03-23 12:57:29 main:574] : INFO : Epoch 1972 | loss: 0.0311838 | val_loss: 0.0311776 | Time: 1404.96 ms [2021-03-23 12:57:30 main:574] : INFO : Epoch 1973 | loss: 0.0311834 | val_loss: 0.0311915 | Time: 1403.03 ms [2021-03-23 12:57:31 main:574] : INFO : Epoch 1974 | loss: 0.0311921 | val_loss: 0.0311906 | Time: 1402.79 ms [2021-03-23 12:57:33 main:574] : INFO : Epoch 1975 | loss: 0.0311945 | val_loss: 0.0311952 | Time: 1403.7 ms [2021-03-23 12:57:34 main:574] : INFO : Epoch 1976 | loss: 0.0311983 | val_loss: 0.0311909 | Time: 1405.5 ms [2021-03-23 12:57:36 main:574] : INFO : Epoch 1977 | loss: 0.031192 | val_loss: 0.0311885 | Time: 1405.93 ms [2021-03-23 12:57:37 main:574] : INFO : Epoch 1978 | loss: 0.0311892 | val_loss: 0.0311829 | Time: 1456.77 ms [2021-03-23 12:57:39 main:574] : INFO : Epoch 1979 | loss: 0.0311873 | val_loss: 0.0311853 | Time: 1410.19 ms [2021-03-23 12:57:40 main:574] : INFO : Epoch 1980 | loss: 0.0311891 | val_loss: 0.0311885 | Time: 1429.69 ms [2021-03-23 12:57:41 main:574] : INFO : Epoch 1981 | loss: 0.0311879 | val_loss: 0.0311819 | Time: 1404.54 ms [2021-03-23 12:57:43 main:574] : INFO : Epoch 1982 | loss: 0.0311858 | val_loss: 0.0311818 | Time: 1403.96 ms [2021-03-23 12:57:44 main:574] : INFO : Epoch 1983 | loss: 0.0311846 | val_loss: 0.0311816 | Time: 1417.37 ms [2021-03-23 12:57:46 main:574] : INFO : Epoch 1984 | loss: 0.0311858 | val_loss: 0.0311834 | Time: 1439.72 ms [2021-03-23 12:57:47 main:574] : INFO : Epoch 1985 | loss: 0.0311864 | val_loss: 0.0311846 | Time: 1424.96 ms [2021-03-23 12:57:49 main:574] : INFO : Epoch 1986 | loss: 0.0311851 | val_loss: 0.0311853 | Time: 1407.98 ms [2021-03-23 12:57:50 main:574] : INFO : Epoch 1987 | loss: 0.0311851 | val_loss: 0.0311828 | Time: 1471.48 ms [2021-03-23 12:57:51 main:574] : INFO : Epoch 1988 | loss: 0.031185 | val_loss: 0.0311889 | Time: 1418.04 ms [2021-03-23 12:57:53 main:574] : INFO : Epoch 1989 | loss: 0.0311845 | val_loss: 0.031185 | Time: 1421.92 ms [2021-03-23 12:57:54 main:574] : INFO : Epoch 1990 | loss: 0.031183 | val_loss: 0.0311818 | Time: 1419.24 ms [2021-03-23 12:57:56 main:574] : INFO : Epoch 1991 | loss: 0.0311816 | val_loss: 0.0311832 | Time: 1417.77 ms [2021-03-23 12:57:57 main:574] : INFO : Epoch 1992 | loss: 0.031184 | val_loss: 0.031185 | Time: 1460.79 ms [2021-03-23 12:57:59 main:574] : INFO : Epoch 1993 | loss: 0.031185 | val_loss: 0.0311838 | Time: 1519.64 ms [2021-03-23 12:58:00 main:574] : INFO : Epoch 1994 | loss: 0.0311851 | val_loss: 0.0311806 | Time: 1522.55 ms [2021-03-23 12:58:02 main:574] : INFO : Epoch 1995 | loss: 0.0311861 | val_loss: 0.0311818 | Time: 1449.61 ms [2021-03-23 12:58:03 main:574] : INFO : Epoch 1996 | loss: 0.0311842 | val_loss: 0.0311814 | Time: 1439.65 ms [2021-03-23 12:58:05 main:574] : INFO : Epoch 1997 | loss: 0.0311837 | val_loss: 0.0311822 | Time: 1412.94 ms [2021-03-23 12:58:06 main:574] : INFO : Epoch 1998 | loss: 0.031184 | val_loss: 0.0311813 | Time: 1411.57 ms [2021-03-23 12:58:07 main:574] : INFO : Epoch 1999 | loss: 0.0311866 | val_loss: 0.0311844 | Time: 1408.44 ms [2021-03-23 12:58:09 main:574] : INFO : Epoch 2000 | loss: 0.0311869 | val_loss: 0.0311874 | Time: 1407.71 ms [2021-03-23 12:58:10 main:574] : INFO : Epoch 2001 | loss: 0.0311866 | val_loss: 0.0311816 | Time: 1426.08 ms [2021-03-23 12:58:12 main:574] : INFO : Epoch 2002 | loss: 0.0311848 | val_loss: 0.0311821 | Time: 1425.83 ms [2021-03-23 12:58:13 main:574] : INFO : Epoch 2003 | loss: 0.031184 | val_loss: 0.0311824 | Time: 1425.11 ms [2021-03-23 12:58:15 main:574] : INFO : Epoch 2004 | loss: 0.0311841 | val_loss: 0.0311829 | Time: 1401.91 ms [2021-03-23 12:58:16 main:574] : INFO : Epoch 2005 | loss: 0.0311849 | val_loss: 0.0311827 | Time: 1417.99 ms [2021-03-23 12:58:17 main:574] : INFO : Epoch 2006 | loss: 0.0311859 | val_loss: 0.0311813 | Time: 1410.08 ms [2021-03-23 12:58:19 main:574] : INFO : Epoch 2007 | loss: 0.0311845 | val_loss: 0.0311806 | Time: 1430.04 ms [2021-03-23 12:58:20 main:574] : INFO : Epoch 2008 | loss: 0.0311839 | val_loss: 0.0311812 | Time: 1405.11 ms [2021-03-23 12:58:22 main:574] : INFO : Epoch 2009 | loss: 0.0311852 | val_loss: 0.0311808 | Time: 1507.44 ms [2021-03-23 12:58:23 main:574] : INFO : Epoch 2010 | loss: 0.0311852 | val_loss: 0.0311818 | Time: 1495.9 ms [2021-03-23 12:58:25 main:574] : INFO : Epoch 2011 | loss: 0.0311834 | val_loss: 0.0311816 | Time: 1448.79 ms [2021-03-23 12:58:26 main:574] : INFO : Epoch 2012 | loss: 0.0311829 | val_loss: 0.0311815 | Time: 1437.44 ms [2021-03-23 12:58:28 main:574] : INFO : Epoch 2013 | loss: 0.0311829 | val_loss: 0.0311804 | Time: 1446.54 ms [2021-03-23 12:58:29 main:574] : INFO : Epoch 2014 | loss: 0.0311831 | val_loss: 0.0311812 | Time: 1444.16 ms [2021-03-23 12:58:31 main:574] : INFO : Epoch 2015 | loss: 0.0311829 | val_loss: 0.0311815 | Time: 1433.78 ms [2021-03-23 12:58:32 main:574] : INFO : Epoch 2016 | loss: 0.0311829 | val_loss: 0.0311791 | Time: 1430.93 ms [2021-03-23 12:58:33 main:574] : INFO : Epoch 2017 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 1427.84 ms [2021-03-23 12:58:35 main:574] : INFO : Epoch 2018 | loss: 0.0311826 | val_loss: 0.0311816 | Time: 1428.6 ms [2021-03-23 12:58:36 main:574] : INFO : Epoch 2019 | loss: 0.0311827 | val_loss: 0.0311804 | Time: 1416.62 ms [2021-03-23 12:58:38 main:574] : INFO : Epoch 2020 | loss: 0.0311812 | val_loss: 0.0311775 | Time: 1424.93 ms [2021-03-23 12:58:39 main:574] : INFO : Epoch 2021 | loss: 0.0311806 | val_loss: 0.0311793 | Time: 1424.54 ms [2021-03-23 12:58:41 main:574] : INFO : Epoch 2022 | loss: 0.031181 | val_loss: 0.031181 | Time: 1475.78 ms [2021-03-23 12:58:42 main:574] : INFO : Epoch 2023 | loss: 0.0311808 | val_loss: 0.0311779 | Time: 1418.65 ms [2021-03-23 12:58:44 main:574] : INFO : Epoch 2024 | loss: 0.0311793 | val_loss: 0.0311757 | Time: 1415.27 ms [2021-03-23 12:58:45 main:574] : INFO : Epoch 2025 | loss: 0.0311797 | val_loss: 0.0311754 | Time: 1407.47 ms [2021-03-23 12:58:46 main:574] : INFO : Epoch 2026 | loss: 0.031179 | val_loss: 0.031175 | Time: 1440.5 ms [2021-03-23 12:58:48 main:574] : INFO : Epoch 2027 | loss: 0.0311782 | val_loss: 0.031175 | Time: 1433.96 ms [2021-03-23 12:58:49 main:574] : INFO : Epoch 2028 | loss: 0.0311777 | val_loss: 0.0311753 | Time: 1409.68 ms [2021-03-23 12:58:51 main:574] : INFO : Epoch 2029 | loss: 0.031177 | val_loss: 0.0311742 | Time: 1414.11 ms [2021-03-23 12:58:52 main:574] : INFO : Epoch 2030 | loss: 0.0311768 | val_loss: 0.0311744 | Time: 1453.64 ms [2021-03-23 12:58:54 main:574] : INFO : Epoch 2031 | loss: 0.0311761 | val_loss: 0.0311764 | Time: 1416.01 ms [2021-03-23 12:58:55 main:574] : INFO : Epoch 2032 | loss: 0.0311783 | val_loss: 0.0311771 | Time: 1416.24 ms [2021-03-23 12:58:56 main:574] : INFO : Epoch 2033 | loss: 0.0311776 | val_loss: 0.0311748 | Time: 1413.8 ms [2021-03-23 12:58:58 main:574] : INFO : Epoch 2034 | loss: 0.0311776 | val_loss: 0.031175 | Time: 1499.57 ms [2021-03-23 12:58:59 main:574] : INFO : Epoch 2035 | loss: 0.0311758 | val_loss: 0.0311741 | Time: 1491.57 ms [2021-03-23 12:59:01 main:574] : INFO : Epoch 2036 | loss: 0.0311761 | val_loss: 0.0311756 | Time: 1450.39 ms [2021-03-23 12:59:02 main:574] : INFO : Epoch 2037 | loss: 0.0311766 | val_loss: 0.0311751 | Time: 1415.43 ms [2021-03-23 12:59:04 main:574] : INFO : Epoch 2038 | loss: 0.031179 | val_loss: 0.031178 | Time: 1422.21 ms [2021-03-23 12:59:05 main:574] : INFO : Epoch 2039 | loss: 0.031179 | val_loss: 0.0311774 | Time: 1423.05 ms [2021-03-23 12:59:07 main:574] : INFO : Epoch 2040 | loss: 0.0311758 | val_loss: 0.0311768 | Time: 1417.38 ms [2021-03-23 12:59:08 main:574] : INFO : Epoch 2041 | loss: 0.0311772 | val_loss: 0.0311785 | Time: 1417.88 ms [2021-03-23 12:59:10 main:574] : INFO : Epoch 2042 | loss: 0.0311799 | val_loss: 0.031177 | Time: 1518.15 ms [2021-03-23 12:59:11 main:574] : INFO : Epoch 2043 | loss: 0.0311784 | val_loss: 0.0311774 | Time: 1423.91 ms [2021-03-23 12:59:12 main:574] : INFO : Epoch 2044 | loss: 0.0311802 | val_loss: 0.0311779 | Time: 1419.23 ms [2021-03-23 12:59:14 main:574] : INFO : Epoch 2045 | loss: 0.0311851 | val_loss: 0.0311833 | Time: 1422.55 ms [2021-03-23 12:59:15 main:574] : INFO : Epoch 2046 | loss: 0.0311923 | val_loss: 0.0311879 | Time: 1465.87 ms [2021-03-23 12:59:17 main:574] : INFO : Epoch 2047 | loss: 0.0311936 | val_loss: 0.0311944 | Time: 1456.67 ms [2021-03-23 12:59:18 main:574] : INFO : Epoch 2048 | loss: 0.0311978 | val_loss: 0.0312 | Time: 1461.61 ms [2021-03-23 12:59:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312 [2021-03-23 12:59:18 main:603] : INFO : Saving end state to config to file [2021-03-23 12:59:18 main:608] : INFO : Success, exiting.. 12:59:18 (9168): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)